The roundup compares a large set of language-model releases and previews, including systems from DeepSeek, GLM, Grok, Qwen and Gemini. It emphasizes benchmark quality, coding behavior, context limits, price and the practical difference between open weights and hosted access.
Media tools expand just as quickly. New video, image, music and speech systems improve editing, long-form generation, audio control and local use, while the review distinguishes genuinely accessible models from services that only expose an API or a limited interface.
Smaller edge models, robotics releases and model-routing systems show the same trend toward specialization. The most useful choice depends on hardware, licensing, latency and whether a workflow values quality, control or cost. Sponsor segments and promotional requests are omitted.
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